The film adheres strictly to the social norms of its 19th-century setting. There is no explicit depiction of non-cisnormative identities or same-sex intimacy.

The narrative disrupts traditional hierarchies by centering on the intellectual agency of women. Umrao Jaan is portrayed as a highly educated poetess with significant cultural authority.

Set in 19th-century Lucknow, the film offers an immersive portrayal of South Asian specificity. It avoids a Western gaze by centering Indo-Islamic traditions and regional etiquette.

The story critiques rigid social structures by depicting the protagonist's descent into the courtesan class through systemic corruption. It explores the decay of feudal systems and social stratification.

There are no prominent depictions of physical or neurodivergent disabilities used as central plot devices or character traits.